AetherMind_SRL Released – SRL-ANLI Round 12 Paper (DOI Inside)
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samerzaher80
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AetherMind_SRL is a knowledge-distilled, self-reflective Transformer designed for robust, adversarial, and clinical Natural Language Inference (NLI).
It integrates:
Knowledge Distillation (KD) from DeBERTa-v3-base
Self-Reflective Learning (SRL) loops
ANLI adversarial fine-tuning
ADNI clinical reasoning (Alzheimer’s domain)
Smart Error Buffers and structured hard-example mining
This model is the Round 12 SRL-ANLI Smart checkpoint, achieving strong generalization across SNLI/MNLI, adversarial ANLI, and clinical Alzheimer’s reasoning.
AetherMind_SRL is part of the broader AetherMind project, a multi-year effort to build an adaptive reasoning engine with human-like error correction.